Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 320280 |
| Missing cells | 48827 |
| Missing cells (%) | 1.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 34.2 MiB |
| Average record size in memory | 112.0 B |
Variable types
| Categorical | 4 |
|---|---|
| DateTime | 1 |
| Numeric | 9 |
VERSIE has constant value "" | Constant |
DATUM_BESTAND has constant value "" | Constant |
PEILDATUM has constant value "" | Constant |
TYPERENDE_DIAGNOSE_CD has a high cardinality: 1899 distinct values | High cardinality |
BEHANDELEND_SPECIALISME_CD is highly overall correlated with AANTAL_PAT_PER_SPC | High correlation |
AANTAL_PAT_PER_ZPD is highly overall correlated with AANTAL_SUBTRAJECT_PER_ZPD | High correlation |
AANTAL_SUBTRAJECT_PER_ZPD is highly overall correlated with AANTAL_PAT_PER_ZPD | High correlation |
AANTAL_PAT_PER_DIAG is highly overall correlated with AANTAL_SUBTRAJECT_PER_DIAG | High correlation |
AANTAL_SUBTRAJECT_PER_DIAG is highly overall correlated with AANTAL_PAT_PER_DIAG | High correlation |
AANTAL_PAT_PER_SPC is highly overall correlated with BEHANDELEND_SPECIALISME_CD and 1 other fields | High correlation |
AANTAL_SUBTRAJECT_PER_SPC is highly overall correlated with AANTAL_PAT_PER_SPC | High correlation |
GEMIDDELDE_VERKOOPPRIJS has 48827 (15.2%) missing values | Missing |
AANTAL_SUBTRAJECT_PER_ZPD is highly skewed (γ1 = 21.19692021) | Skewed |
Reproduction
| Analysis started | 2023-03-08 14:29:41.465602 |
|---|---|
| Analysis finished | 2023-03-08 14:30:01.855412 |
| Duration | 20.39 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
VERSIE
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 960840 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 320280 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 320280 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 320280 | |
| . | 320280 | |
| 0 | 320280 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 640560 | |
| Other Punctuation | 320280 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 320280 | |
| 0 | 320280 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 320280 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 960840 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 320280 | |
| . | 320280 | |
| 0 | 320280 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 960840 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 320280 | |
| . | 320280 | |
| 0 | 320280 |
DATUM_BESTAND
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 2023-02-03 |
|---|
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 3202800 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2023-02-03 |
|---|---|
| 2nd row | 2023-02-03 |
| 3rd row | 2023-02-03 |
| 4th row | 2023-02-03 |
| 5th row | 2023-02-03 |
Common Values
| Value | Count | Frequency (%) |
| 2023-02-03 | 320280 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2023-02-03 | 320280 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 960840 | |
| 0 | 960840 | |
| 3 | 640560 | |
| - | 640560 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2562240 | |
| Dash Punctuation | 640560 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 960840 | |
| 0 | 960840 | |
| 3 | 640560 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 640560 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3202800 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 960840 | |
| 0 | 960840 | |
| 3 | 640560 | |
| - | 640560 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3202800 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 960840 | |
| 0 | 960840 | |
| 3 | 640560 | |
| - | 640560 |
PEILDATUM
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 2023-02-01 |
|---|
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 3202800 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2023-02-01 |
|---|---|
| 2nd row | 2023-02-01 |
| 3rd row | 2023-02-01 |
| 4th row | 2023-02-01 |
| 5th row | 2023-02-01 |
Common Values
| Value | Count | Frequency (%) |
| 2023-02-01 | 320280 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2023-02-01 | 320280 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 960840 | |
| 0 | 960840 | |
| - | 640560 | |
| 3 | 320280 | 10.0% |
| 1 | 320280 | 10.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2562240 | |
| Dash Punctuation | 640560 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 960840 | |
| 0 | 960840 | |
| 3 | 320280 | 12.5% |
| 1 | 320280 | 12.5% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 640560 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3202800 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 960840 | |
| 0 | 960840 | |
| - | 640560 | |
| 3 | 320280 | 10.0% |
| 1 | 320280 | 10.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3202800 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 960840 | |
| 0 | 960840 | |
| - | 640560 | |
| 3 | 320280 | 10.0% |
| 1 | 320280 | 10.0% |
JAAR
Date
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| Minimum | 2012-01-01 00:00:00 |
|---|---|
| Maximum | 2022-01-01 00:00:00 |
BEHANDELEND_SPECIALISME_CD
Real number (ℝ)
| Distinct | 28 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 437.71961 |
| Minimum | 301 |
|---|---|
| Maximum | 8418 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 301 |
|---|---|
| 5-th percentile | 302 |
| Q1 | 305 |
| median | 313 |
| Q3 | 322 |
| 95-th percentile | 335 |
| Maximum | 8418 |
| Range | 8117 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 987.35022 |
|---|---|
| Coefficient of variation (CV) | 2.2556682 |
| Kurtosis | 61.222425 |
| Mean | 437.71961 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 7.9457087 |
| Sum | 1.4019284 × 108 |
| Variance | 974860.45 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 305 | 45280 | |
| 313 | 41468 | |
| 303 | 36880 | |
| 330 | 25328 | 7.9% |
| 316 | 21805 | 6.8% |
| 308 | 17276 | 5.4% |
| 306 | 13436 | 4.2% |
| 324 | 13228 | 4.1% |
| 301 | 12828 | 4.0% |
| 304 | 10397 | 3.2% |
| Other values (18) | 82354 |
| Value | Count | Frequency (%) |
| 301 | 12828 | 4.0% |
| 302 | 7015 | 2.2% |
| 303 | 36880 | |
| 304 | 10397 | 3.2% |
| 305 | 45280 | |
| 306 | 13436 | 4.2% |
| 307 | 5583 | 1.7% |
| 308 | 17276 | 5.4% |
| 310 | 3499 | 1.1% |
| 313 | 41468 |
| Value | Count | Frequency (%) |
| 8418 | 4260 | 1.3% |
| 8416 | 560 | 0.2% |
| 1900 | 210 | 0.1% |
| 390 | 864 | 0.3% |
| 389 | 3382 | 1.1% |
| 362 | 4311 | 1.3% |
| 361 | 2303 | 0.7% |
| 335 | 3236 | 1.0% |
| 330 | 25328 | |
| 329 | 834 | 0.3% |
TYPERENDE_DIAGNOSE_CD
Categorical
| Distinct | 1899 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 101 | 1355 |
|---|---|
| 402 | 1309 |
| 403 | 1282 |
| 301 | 1282 |
| 201 | 1204 |
| Other values (1894) |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.352707 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1073805 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 21 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 12 |
|---|---|
| 2nd row | 12 |
| 3rd row | 12 |
| 4th row | 12 |
| 5th row | 12 |
Common Values
| Value | Count | Frequency (%) |
| 101 | 1355 | 0.4% |
| 402 | 1309 | 0.4% |
| 403 | 1282 | 0.4% |
| 301 | 1282 | 0.4% |
| 201 | 1204 | 0.4% |
| 203 | 1197 | 0.4% |
| 401 | 1069 | 0.3% |
| 404 | 1060 | 0.3% |
| 802 | 1045 | 0.3% |
| 409 | 1035 | 0.3% |
| Other values (1889) | 308442 |
Length
| Value | Count | Frequency (%) |
| 101 | 1355 | 0.4% |
| 402 | 1309 | 0.4% |
| 403 | 1282 | 0.4% |
| 301 | 1282 | 0.4% |
| 201 | 1204 | 0.4% |
| 203 | 1197 | 0.4% |
| 401 | 1069 | 0.3% |
| 404 | 1060 | 0.3% |
| 802 | 1045 | 0.3% |
| 409 | 1035 | 0.3% |
| Other values (1889) | 308442 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 205471 | |
| 0 | 196833 | |
| 2 | 142360 | |
| 3 | 116293 | |
| 5 | 82848 | |
| 9 | 77363 | 7.2% |
| 4 | 76135 | 7.1% |
| 7 | 63249 | 5.9% |
| 6 | 56160 | 5.2% |
| 8 | 46242 | 4.3% |
| Other values (15) | 10851 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1062954 | |
| Uppercase Letter | 10851 | 1.0% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 2022 | |
| M | 1835 | |
| B | 1302 | |
| E | 913 | |
| Z | 906 | |
| D | 728 | 6.7% |
| A | 705 | 6.5% |
| F | 676 | 6.2% |
| C | 359 | 3.3% |
| K | 350 | 3.2% |
| Other values (5) | 1055 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 205471 | |
| 0 | 196833 | |
| 2 | 142360 | |
| 3 | 116293 | |
| 5 | 82848 | |
| 9 | 77363 | 7.3% |
| 4 | 76135 | 7.2% |
| 7 | 63249 | 6.0% |
| 6 | 56160 | 5.3% |
| 8 | 46242 | 4.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1062954 | |
| Latin | 10851 | 1.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| G | 2022 | |
| M | 1835 | |
| B | 1302 | |
| E | 913 | |
| Z | 906 | |
| D | 728 | 6.7% |
| A | 705 | 6.5% |
| F | 676 | 6.2% |
| C | 359 | 3.3% |
| K | 350 | 3.2% |
| Other values (5) | 1055 |
Common
| Value | Count | Frequency (%) |
| 1 | 205471 | |
| 0 | 196833 | |
| 2 | 142360 | |
| 3 | 116293 | |
| 5 | 82848 | |
| 9 | 77363 | 7.3% |
| 4 | 76135 | 7.2% |
| 7 | 63249 | 6.0% |
| 6 | 56160 | 5.3% |
| 8 | 46242 | 4.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1073805 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 205471 | |
| 0 | 196833 | |
| 2 | 142360 | |
| 3 | 116293 | |
| 5 | 82848 | |
| 9 | 77363 | 7.2% |
| 4 | 76135 | 7.1% |
| 7 | 63249 | 5.9% |
| 6 | 56160 | 5.2% |
| 8 | 46242 | 4.3% |
| Other values (15) | 10851 | 1.0% |
ZORGPRODUCT_CD
Real number (ℝ)
| Distinct | 6017 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.4209996 × 108 |
| Minimum | 10501002 |
|---|---|
| Maximum | 9.9841808 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 10501002 |
|---|---|
| 5-th percentile | 28999040 |
| Q1 | 99899010 |
| median | 1.49899 × 108 |
| Q3 | 9.90004 × 108 |
| 95-th percentile | 9.9051604 × 108 |
| Maximum | 9.9841808 × 108 |
| Range | 9.8791708 × 108 |
| Interquartile range (IQR) | 8.9010499 × 108 |
Descriptive statistics
| Standard deviation | 4.2928588 × 108 |
|---|---|
| Coefficient of variation (CV) | 0.97101543 |
| Kurtosis | -1.7434152 |
| Mean | 4.4209996 × 108 |
| Median Absolute Deviation (MAD) | 1.1999999 × 108 |
| Skewness | 0.46129299 |
| Sum | 1.4159578 × 1014 |
| Variance | 1.8428637 × 1017 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 990004009 | 2322 | 0.7% |
| 990004007 | 2290 | 0.7% |
| 990003004 | 2242 | 0.7% |
| 990004006 | 1868 | 0.6% |
| 990356076 | 1691 | 0.5% |
| 990356073 | 1566 | 0.5% |
| 131999228 | 1489 | 0.5% |
| 131999164 | 1475 | 0.5% |
| 990003007 | 1464 | 0.5% |
| 131999194 | 1352 | 0.4% |
| Other values (6007) | 302521 |
| Value | Count | Frequency (%) |
| 10501002 | 9 | |
| 10501003 | 11 | |
| 10501004 | 11 | |
| 10501005 | 11 | |
| 10501007 | 3 | < 0.1% |
| 10501008 | 11 | |
| 10501010 | 11 | |
| 10501011 | 3 | < 0.1% |
| 11101002 | 10 | |
| 11101003 | 11 |
| Value | Count | Frequency (%) |
| 998418081 | 162 | |
| 998418080 | 145 | |
| 998418079 | 38 | < 0.1% |
| 998418077 | 8 | < 0.1% |
| 998418076 | 8 | < 0.1% |
| 998418075 | 7 | < 0.1% |
| 998418074 | 214 | |
| 998418073 | 215 | |
| 998418072 | 8 | < 0.1% |
| 998418071 | 8 | < 0.1% |
AANTAL_PAT_PER_ZPD
Real number (ℝ)
| Distinct | 10093 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 518.9254 |
| Minimum | 1 |
|---|---|
| Maximum | 165142 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 14 |
| Q3 | 105 |
| 95-th percentile | 1770 |
| Maximum | 165142 |
| Range | 165141 |
| Interquartile range (IQR) | 102 |
Descriptive statistics
| Standard deviation | 3188.4385 |
|---|---|
| Coefficient of variation (CV) | 6.1443099 |
| Kurtosis | 400.19208 |
| Mean | 518.9254 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 16.565025 |
| Sum | 1.6620143 × 108 |
| Variance | 10166140 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 52650 | 16.4% |
| 2 | 25785 | 8.1% |
| 3 | 16807 | 5.2% |
| 4 | 12355 | 3.9% |
| 5 | 9709 | 3.0% |
| 6 | 8159 | 2.5% |
| 7 | 6784 | 2.1% |
| 8 | 5744 | 1.8% |
| 9 | 5214 | 1.6% |
| 10 | 4686 | 1.5% |
| Other values (10083) | 172387 |
| Value | Count | Frequency (%) |
| 1 | 52650 | |
| 2 | 25785 | |
| 3 | 16807 | 5.2% |
| 4 | 12355 | 3.9% |
| 5 | 9709 | 3.0% |
| 6 | 8159 | 2.5% |
| 7 | 6784 | 2.1% |
| 8 | 5744 | 1.8% |
| 9 | 5214 | 1.6% |
| 10 | 4686 | 1.5% |
| Value | Count | Frequency (%) |
| 165142 | 1 | |
| 158820 | 1 | |
| 155884 | 1 | |
| 154271 | 1 | |
| 154269 | 1 | |
| 144724 | 1 | |
| 118397 | 1 | |
| 115938 | 1 | |
| 111296 | 1 | |
| 110520 | 1 |
AANTAL_SUBTRAJECT_PER_ZPD
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 10857 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 613.09747 |
| Minimum | 1 |
|---|---|
| Maximum | 239960 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 15 |
| Q3 | 115 |
| 95-th percentile | 2014 |
| Maximum | 239960 |
| Range | 239959 |
| Interquartile range (IQR) | 112 |
Descriptive statistics
| Standard deviation | 4101.7374 |
|---|---|
| Coefficient of variation (CV) | 6.6901881 |
| Kurtosis | 715.7713 |
| Mean | 613.09747 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 21.19692 |
| Sum | 1.9636286 × 108 |
| Variance | 16824250 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 50678 | 15.8% |
| 2 | 25350 | 7.9% |
| 3 | 16633 | 5.2% |
| 4 | 12141 | 3.8% |
| 5 | 9634 | 3.0% |
| 6 | 8124 | 2.5% |
| 7 | 6788 | 2.1% |
| 8 | 5688 | 1.8% |
| 9 | 5147 | 1.6% |
| 10 | 4680 | 1.5% |
| Other values (10847) | 175417 |
| Value | Count | Frequency (%) |
| 1 | 50678 | |
| 2 | 25350 | |
| 3 | 16633 | 5.2% |
| 4 | 12141 | 3.8% |
| 5 | 9634 | 3.0% |
| 6 | 8124 | 2.5% |
| 7 | 6788 | 2.1% |
| 8 | 5688 | 1.8% |
| 9 | 5147 | 1.6% |
| 10 | 4680 | 1.5% |
| Value | Count | Frequency (%) |
| 239960 | 1 | |
| 232423 | 1 | |
| 231954 | 1 | |
| 231005 | 1 | |
| 227936 | 1 | |
| 227409 | 1 | |
| 226122 | 1 | |
| 223939 | 1 | |
| 218437 | 1 | |
| 215070 | 1 |
AANTAL_PAT_PER_DIAG
Real number (ℝ)
| Distinct | 9048 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7781.1058 |
| Minimum | 1 |
|---|---|
| Maximum | 227968 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 42.95 |
| Q1 | 415 |
| median | 1755 |
| Q3 | 6516 |
| 95-th percentile | 37096 |
| Maximum | 227968 |
| Range | 227967 |
| Interquartile range (IQR) | 6101 |
Descriptive statistics
| Standard deviation | 17930.175 |
|---|---|
| Coefficient of variation (CV) | 2.3043222 |
| Kurtosis | 33.81119 |
| Mean | 7781.1058 |
| Median Absolute Deviation (MAD) | 1594 |
| Skewness | 5.0340866 |
| Sum | 2.4921326 × 109 |
| Variance | 3.2149117 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21 | 505 | 0.2% |
| 25 | 479 | 0.1% |
| 12 | 469 | 0.1% |
| 8 | 453 | 0.1% |
| 19 | 451 | 0.1% |
| 14 | 442 | 0.1% |
| 9 | 442 | 0.1% |
| 17 | 435 | 0.1% |
| 15 | 428 | 0.1% |
| 26 | 424 | 0.1% |
| Other values (9038) | 315752 |
| Value | Count | Frequency (%) |
| 1 | 350 | |
| 2 | 392 | |
| 3 | 368 | |
| 4 | 416 | |
| 5 | 376 | |
| 6 | 380 | |
| 7 | 385 | |
| 8 | 453 | |
| 9 | 442 | |
| 10 | 371 |
| Value | Count | Frequency (%) |
| 227968 | 23 | |
| 226768 | 23 | |
| 217958 | 24 | |
| 214514 | 17 | |
| 213536 | 25 | |
| 211593 | 17 | |
| 210433 | 19 | |
| 205348 | 17 | |
| 200603 | 16 | |
| 198527 | 20 |
AANTAL_SUBTRAJECT_PER_DIAG
Real number (ℝ)
| Distinct | 10080 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11211.894 |
| Minimum | 1 |
|---|---|
| Maximum | 369838 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 54 |
| Q1 | 553 |
| median | 2432 |
| Q3 | 9252 |
| 95-th percentile | 52576 |
| Maximum | 369838 |
| Range | 369837 |
| Interquartile range (IQR) | 8699 |
Descriptive statistics
| Standard deviation | 26731.992 |
|---|---|
| Coefficient of variation (CV) | 2.384253 |
| Kurtosis | 37.468068 |
| Mean | 11211.894 |
| Median Absolute Deviation (MAD) | 2229 |
| Skewness | 5.285701 |
| Sum | 3.5909454 × 109 |
| Variance | 7.145994 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17 | 385 | 0.1% |
| 24 | 368 | 0.1% |
| 25 | 357 | 0.1% |
| 38 | 353 | 0.1% |
| 62 | 351 | 0.1% |
| 11 | 349 | 0.1% |
| 34 | 346 | 0.1% |
| 32 | 342 | 0.1% |
| 15 | 340 | 0.1% |
| 6 | 339 | 0.1% |
| Other values (10070) | 316750 |
| Value | Count | Frequency (%) |
| 1 | 270 | |
| 2 | 298 | |
| 3 | 302 | |
| 4 | 307 | |
| 5 | 325 | |
| 6 | 339 | |
| 7 | 304 | |
| 8 | 304 | |
| 9 | 258 | |
| 10 | 302 |
| Value | Count | Frequency (%) |
| 369838 | 23 | |
| 356486 | 23 | |
| 348523 | 25 | |
| 343318 | 24 | |
| 341692 | 19 | |
| 323791 | 20 | |
| 315783 | 17 | |
| 310778 | 17 | |
| 298646 | 17 | |
| 289045 | 16 |
AANTAL_PAT_PER_SPC
Real number (ℝ)
| Distinct | 297 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 678394.5 |
| Minimum | 1610 |
|---|---|
| Maximum | 1487638 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 1610 |
|---|---|
| 5-th percentile | 43722 |
| Q1 | 300112 |
| median | 757886 |
| Q3 | 1026523 |
| 95-th percentile | 1340791 |
| Maximum | 1487638 |
| Range | 1486028 |
| Interquartile range (IQR) | 726411 |
Descriptive statistics
| Standard deviation | 409661.35 |
|---|---|
| Coefficient of variation (CV) | 0.60386891 |
| Kurtosis | -1.0784094 |
| Mean | 678394.5 |
| Median Absolute Deviation (MAD) | 311287 |
| Skewness | -0.021183526 |
| Sum | 2.1727619 × 1011 |
| Variance | 1.6782242 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 880940 | 5102 | 1.6% |
| 874114 | 4354 | 1.4% |
| 843981 | 4347 | 1.4% |
| 894326 | 4333 | 1.4% |
| 880492 | 4273 | 1.3% |
| 897718 | 4212 | 1.3% |
| 764930 | 4089 | 1.3% |
| 794553 | 4016 | 1.3% |
| 1081202 | 3890 | 1.2% |
| 1100282 | 3866 | 1.2% |
| Other values (287) | 277798 |
| Value | Count | Frequency (%) |
| 1610 | 130 | < 0.1% |
| 1828 | 138 | < 0.1% |
| 1920 | 131 | < 0.1% |
| 2234 | 139 | < 0.1% |
| 2409 | 185 | |
| 2495 | 173 | 0.1% |
| 6806 | 380 | |
| 11842 | 74 | < 0.1% |
| 17085 | 410 | |
| 18328 | 454 |
| Value | Count | Frequency (%) |
| 1487638 | 2975 | |
| 1450405 | 3048 | |
| 1421741 | 3564 | |
| 1344482 | 3543 | |
| 1340791 | 3441 | |
| 1332424 | 3545 | |
| 1316613 | 3463 | |
| 1282954 | 3576 | |
| 1265246 | 1177 | 0.4% |
| 1262541 | 1201 | 0.4% |
AANTAL_SUBTRAJECT_PER_SPC
Real number (ℝ)
| Distinct | 297 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1094400.6 |
| Minimum | 1861 |
|---|---|
| Maximum | 2665627 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 1861 |
|---|---|
| 5-th percentile | 47348 |
| Q1 | 496620 |
| median | 1088002 |
| Q3 | 1728105 |
| 95-th percentile | 2549464 |
| Maximum | 2665627 |
| Range | 2663766 |
| Interquartile range (IQR) | 1231485 |
Descriptive statistics
| Standard deviation | 734398.49 |
|---|---|
| Coefficient of variation (CV) | 0.6710509 |
| Kurtosis | -0.76547154 |
| Mean | 1094400.6 |
| Median Absolute Deviation (MAD) | 630818 |
| Skewness | 0.35261249 |
| Sum | 3.5051462 × 1011 |
| Variance | 5.3934114 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1211793 | 5102 | 1.6% |
| 1281514 | 4354 | 1.4% |
| 1216262 | 4347 | 1.4% |
| 1315592 | 4333 | 1.4% |
| 1300459 | 4273 | 1.3% |
| 1341876 | 4212 | 1.3% |
| 1155560 | 4089 | 1.3% |
| 1188880 | 4016 | 1.3% |
| 2549464 | 3890 | 1.2% |
| 2665627 | 3866 | 1.2% |
| Other values (287) | 277798 |
| Value | Count | Frequency (%) |
| 1861 | 130 | < 0.1% |
| 2096 | 138 | < 0.1% |
| 2195 | 131 | < 0.1% |
| 2611 | 139 | < 0.1% |
| 2816 | 173 | 0.1% |
| 3167 | 185 | 0.1% |
| 7385 | 380 | |
| 12718 | 74 | < 0.1% |
| 20651 | 410 | |
| 23148 | 500 |
| Value | Count | Frequency (%) |
| 2665627 | 3866 | |
| 2620554 | 3790 | |
| 2620222 | 3788 | |
| 2594837 | 3844 | |
| 2549464 | 3890 | |
| 2481210 | 3851 | |
| 2179430 | 3757 | |
| 2062811 | 3811 | |
| 2052304 | 1168 | 0.4% |
| 1990241 | 1167 | 0.4% |
GEMIDDELDE_VERKOOPPRIJS
Real number (ℝ)
| Distinct | 3524 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 48827 |
| Missing (%) | 15.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3575.003 |
| Minimum | 70 |
|---|---|
| Maximum | 287220 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 70 |
|---|---|
| 5-th percentile | 140 |
| Q1 | 480 |
| median | 1255 |
| Q3 | 4175 |
| 95-th percentile | 13455 |
| Maximum | 287220 |
| Range | 287150 |
| Interquartile range (IQR) | 3695 |
Descriptive statistics
| Standard deviation | 6513.1094 |
|---|---|
| Coefficient of variation (CV) | 1.8218472 |
| Kurtosis | 147.66205 |
| Mean | 3575.003 |
| Median Absolute Deviation (MAD) | 1025 |
| Skewness | 7.2237192 |
| Sum | 9.704453 × 108 |
| Variance | 42420593 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 160 | 2003 | 0.6% |
| 105 | 1933 | 0.6% |
| 110 | 1791 | 0.6% |
| 185 | 1565 | 0.5% |
| 180 | 1498 | 0.5% |
| 300 | 1418 | 0.4% |
| 145 | 1385 | 0.4% |
| 175 | 1380 | 0.4% |
| 120 | 1335 | 0.4% |
| 165 | 1271 | 0.4% |
| Other values (3514) | 255874 | |
| (Missing) | 48827 | 15.2% |
| Value | Count | Frequency (%) |
| 70 | 226 | 0.1% |
| 75 | 75 | < 0.1% |
| 80 | 363 | 0.1% |
| 85 | 918 | |
| 90 | 689 | 0.2% |
| 95 | 695 | 0.2% |
| 100 | 924 | |
| 105 | 1933 | |
| 110 | 1791 | |
| 115 | 1024 |
| Value | Count | Frequency (%) |
| 287220 | 8 | |
| 148910 | 3 | < 0.1% |
| 142835 | 4 | |
| 122155 | 4 | |
| 116805 | 3 | < 0.1% |
| 109725 | 7 | |
| 108570 | 7 | |
| 107655 | 4 | |
| 101270 | 8 | |
| 96890 | 5 |
| BEHANDELEND_SPECIALISME_CD | ZORGPRODUCT_CD | AANTAL_PAT_PER_ZPD | AANTAL_SUBTRAJECT_PER_ZPD | AANTAL_PAT_PER_DIAG | AANTAL_SUBTRAJECT_PER_DIAG | AANTAL_PAT_PER_SPC | AANTAL_SUBTRAJECT_PER_SPC | GEMIDDELDE_VERKOOPPRIJS | |
|---|---|---|---|---|---|---|---|---|---|
| BEHANDELEND_SPECIALISME_CD | 1.000 | 0.218 | 0.008 | 0.013 | -0.060 | -0.054 | -0.556 | -0.474 | 0.050 |
| ZORGPRODUCT_CD | 0.218 | 1.000 | -0.142 | -0.150 | -0.180 | -0.212 | -0.383 | -0.411 | 0.026 |
| AANTAL_PAT_PER_ZPD | 0.008 | -0.142 | 1.000 | 0.996 | 0.323 | 0.321 | 0.070 | 0.080 | -0.303 |
| AANTAL_SUBTRAJECT_PER_ZPD | 0.013 | -0.150 | 0.996 | 1.000 | 0.319 | 0.321 | 0.073 | 0.087 | -0.306 |
| AANTAL_PAT_PER_DIAG | -0.060 | -0.180 | 0.323 | 0.319 | 1.000 | 0.988 | 0.315 | 0.295 | 0.024 |
| AANTAL_SUBTRAJECT_PER_DIAG | -0.054 | -0.212 | 0.321 | 0.321 | 0.988 | 1.000 | 0.329 | 0.326 | 0.033 |
| AANTAL_PAT_PER_SPC | -0.556 | -0.383 | 0.070 | 0.073 | 0.315 | 0.329 | 1.000 | 0.960 | -0.015 |
| AANTAL_SUBTRAJECT_PER_SPC | -0.474 | -0.411 | 0.080 | 0.087 | 0.295 | 0.326 | 0.960 | 1.000 | -0.017 |
| GEMIDDELDE_VERKOOPPRIJS | 0.050 | 0.026 | -0.303 | -0.306 | 0.024 | 0.033 | -0.015 | -0.017 | 1.000 |
| VERSIE | DATUM_BESTAND | PEILDATUM | JAAR | BEHANDELEND_SPECIALISME_CD | TYPERENDE_DIAGNOSE_CD | ZORGPRODUCT_CD | AANTAL_PAT_PER_ZPD | AANTAL_SUBTRAJECT_PER_ZPD | AANTAL_PAT_PER_DIAG | AANTAL_SUBTRAJECT_PER_DIAG | AANTAL_PAT_PER_SPC | AANTAL_SUBTRAJECT_PER_SPC | GEMIDDELDE_VERKOOPPRIJS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1.0 | 2023-02-03 | 2023-02-01 | 2019-01-01 | 1900 | 12 | 991900006 | 17 | 17 | 17753 | 22861 | 79304 | 103932 | NaN |
| 1 | 1.0 | 2023-02-03 | 2023-02-01 | 2019-01-01 | 1900 | 12 | 991900011 | 1253 | 1286 | 17753 | 22861 | 79304 | 103932 | 170.0 |
| 2 | 1.0 | 2023-02-03 | 2023-02-01 | 2019-01-01 | 1900 | 12 | 991900004 | 5 | 5 | 17753 | 22861 | 79304 | 103932 | NaN |
| 3 | 1.0 | 2023-02-03 | 2023-02-01 | 2019-01-01 | 1900 | 12 | 991900016 | 10337 | 11747 | 17753 | 22861 | 79304 | 103932 | 1150.0 |
| 4 | 1.0 | 2023-02-03 | 2023-02-01 | 2019-01-01 | 1900 | 12 | 991900014 | 3094 | 3109 | 17753 | 22861 | 79304 | 103932 | 2085.0 |
| 5 | 1.0 | 2023-02-03 | 2023-02-01 | 2019-01-01 | 1900 | 12 | 991900018 | 3649 | 4042 | 17753 | 22861 | 79304 | 103932 | 440.0 |
| 6 | 1.0 | 2023-02-03 | 2023-02-01 | 2019-01-01 | 1900 | 12 | 991900008 | 2581 | 2655 | 17753 | 22861 | 79304 | 103932 | 460.0 |
| 7 | 1.0 | 2023-02-03 | 2023-02-01 | 2019-01-01 | 1900 | 13 | 991900022 | 2 | 4 | 721 | 730 | 79304 | 103932 | 825.0 |
| 8 | 1.0 | 2023-02-03 | 2023-02-01 | 2019-01-01 | 1900 | 13 | 991900003 | 699 | 702 | 721 | 730 | 79304 | 103932 | 475.0 |
| 9 | 1.0 | 2023-02-03 | 2023-02-01 | 2019-01-01 | 1900 | 13 | 991900026 | 2 | 3 | 721 | 730 | 79304 | 103932 | 115.0 |
| VERSIE | DATUM_BESTAND | PEILDATUM | JAAR | BEHANDELEND_SPECIALISME_CD | TYPERENDE_DIAGNOSE_CD | ZORGPRODUCT_CD | AANTAL_PAT_PER_ZPD | AANTAL_SUBTRAJECT_PER_ZPD | AANTAL_PAT_PER_DIAG | AANTAL_SUBTRAJECT_PER_DIAG | AANTAL_PAT_PER_SPC | AANTAL_SUBTRAJECT_PER_SPC | GEMIDDELDE_VERKOOPPRIJS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 320270 | 1.0 | 2023-02-03 | 2023-02-01 | 2022-01-01 | 306 | 104 | 990356060 | 2 | 2 | 46 | 56 | 340318 | 446222 | 4780.0 |
| 320271 | 1.0 | 2023-02-03 | 2023-02-01 | 2022-01-01 | 306 | 104 | 990356074 | 1 | 1 | 46 | 56 | 340318 | 446222 | 585.0 |
| 320272 | 1.0 | 2023-02-03 | 2023-02-01 | 2022-01-01 | 306 | 104 | 179799007 | 1 | 1 | 46 | 56 | 340318 | 446222 | 680.0 |
| 320273 | 1.0 | 2023-02-03 | 2023-02-01 | 2022-01-01 | 306 | 104 | 990356076 | 36 | 37 | 46 | 56 | 340318 | 446222 | 200.0 |
| 320274 | 1.0 | 2023-02-03 | 2023-02-01 | 2022-01-01 | 306 | 104 | 990356062 | 1 | 1 | 46 | 56 | 340318 | 446222 | 2005.0 |
| 320275 | 1.0 | 2023-02-03 | 2023-02-01 | 2022-01-01 | 306 | 104 | 990356059 | 2 | 2 | 46 | 56 | 340318 | 446222 | 2455.0 |
| 320276 | 1.0 | 2023-02-03 | 2023-02-01 | 2022-01-01 | 306 | 104 | 990356048 | 2 | 2 | 46 | 56 | 340318 | 446222 | 11225.0 |
| 320277 | 1.0 | 2023-02-03 | 2023-02-01 | 2022-01-01 | 306 | 104 | 990356073 | 2 | 2 | 46 | 56 | 340318 | 446222 | 535.0 |
| 320278 | 1.0 | 2023-02-03 | 2023-02-01 | 2022-01-01 | 306 | 104 | 990356056 | 1 | 1 | 46 | 56 | 340318 | 446222 | 7090.0 |
| 320279 | 1.0 | 2023-02-03 | 2023-02-01 | 2022-01-01 | 306 | 104 | 179799015 | 5 | 7 | 46 | 56 | 340318 | 446222 | 150.0 |